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Can AI Truly Discover New Science?

Researchers propose seven qualification tests to determine whether AI can independently make scientific discoveries, similar to how the Turing Test evaluates machine intelligence. These tests challenge AI to rediscover major...

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Moats in the Age of AI

DeepSeek's $6 million competitive AI model showed that frontier AI companies lack strong moats, as AI makes software development faster and cheaper. Competitive advantages are now shifting toward physical infrastructure like...

Memory Layer for AI Agent

Memory is a universal memory system for AI agents that solves the fundamental problem of AI amnesia, where agents forget everything between sessions including user preferences, past decisions, and project context. The system...

The Problem With LLMs

Large Language Models (LLMs) present significant ethical dilemmas, functioning essentially as "plagiarism machines" that steal copyrighted work and conceal their sources. While LLMs offer accessibility advantages for non-native...